DGX Platform | NVIDIA

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let getViewportType = () => { const viewport = getViewportDimensions(); if (viewport.width < 640) { return 'mobile'; } else if (viewport.width >= 640 && viewport.width < 1024) { return 'tablet'; } else if (viewport.width >= 1024 && viewport.width < 1350) { return 'laptop'; } else if (viewport.width >= 1350) { return 'desktop'; } } let currentViewportType = getViewportType(); window.addEventListener("resize", () => { const oldResolution = currentViewportType; currentViewportType = getViewportType(); if (oldResolution !== currentViewportType) { window.dispatchEvent(new CustomEvent("onNvBreakpointChange", { detail: { breakpoint: currentViewportType, changedFrom: oldResolution, vw: getViewportDimensions().width, vh: getViewportDimensions().height } })); } }); // START: Header Height Calculation and Custom Event for Header Height Change let lastTotalHeight = 0; const headerSelectors = [ // Below are Common Selectors '.global-nav>.geo-locator', // Geo - Locator '.global-nav:not(.pull-up)>.nav-header', // Main Nav - Desktop '.global-nav:not(.pull-up)>.mobile-nav', // Main Nav - Mobile '.global-nav>#unibrow-container', // Unibrow - Injected via Target '.global-nav>.sub-brand-nav', // Common Sub Brand Nav '.global-nav>.breadcrumb .subnav', // Page Sub Brand Nav '.global-nav>.in-page-nav-outer-container', // In-page Nav '.global-nav>.cmp-verticalnavigation__toc-mobile', // Vertical navigation ]; /** * Function to calculate the total height of the header elements. * This function loops through the provided header selectors, calculates their height, * and returns the total sum of these heights. * * @returns {Number} The total height of all header elements. */ const calculateTotalHeight = () => { let totalHeight = 0; headerSelectors.forEach((headerSelector) => { const headerHeight = document.querySelector(headerSelector)?.offsetHeight || 0; totalHeight += headerHeight; }); return totalHeight; } /** * Function to observe changes to specific DOM elements (headers). * If changes occur, it recalculates the total height and emits a custom event when the height changes. * It also updates the CSS variables used for layout adjustments. * * @param {HTMLElement} element - The DOM element to observe for mutations. * @param {Object} observerOptions */ const observeHeaderChanges = (element, observerOptions) => { if (!element) return; const observer = new MutationObserver(() => { const newTotalHeight = calculateTotalHeight(); // If the total height has changed, emit a custom event and update CSS variables if (newTotalHeight !== lastTotalHeight) { lastTotalHeight = newTotalHeight; window.dispatchEvent(new CustomEvent("onNvHeaderHeightChange", { detail: newTotalHeight })); document.documentElement.style.setProperty('--nv-header-height', newTotalHeight + 'px'); // Calculate and update the pull-up height (for mobile and geo-locator sections) const pullUpHeight = (document.querySelector('.global-nav>.mobile-nav')?.offsetHeight || document.querySelector('.global-nav>.nav-header')?.offsetHeight) + document.querySelector('.global-nav>.geo-locator')?.offsetHeight; document.documentElement.style.setProperty('--nv-global-nav-pull-up', pullUpHeight + 'px'); } }); observer.observe(element, observerOptions); }; /** * Function to initialize MutationObservers for various header elements. * Observers will watch for attribute or DOM structure changes that could affect layout. * This also triggers an initial height calculation for the header elements. */ window.setHeaderMutationObserver = () => { const observerOptions = { attributes: true, attributeFilter: ['class', 'style'], childList: true }; // Select the main header elements to observe for changes const headerElements = [ 'nav.global-nav', // Main global navigation container '.global-nav>.geo-locator', // Geo-locator section '.global-nav>#unibrow-container' // Unibrow section ]; headerElements.forEach((selector) => { const element = document.querySelector(selector); observeHeaderChanges(element, observerOptions); }); lastTotalHeight = calculateTotalHeight(); document.documentElement.style.setProperty('--nv-header-height', lastTotalHeight + 'px'); // Initial calculation of the pull-up height for mobile and geo-locator const pullUpHeight = (document.querySelector('.global-nav>.mobile-nav')?.offsetHeight || document.querySelector('.global-nav>.nav-header')?.offsetHeight) + document.querySelector('.global-nav>.geo-locator')?.offsetHeight; document.documentElement.style.setProperty('--nv-global-nav-pull-up', pullUpHeight + 'px'); }; /** * Function to get the current total height of all header elements. * This function returns the total header height by calling the calculateTotalHeight function. * * @returns {Number} The current total height of all header elements. */ window.getHeaderHeight = () => { let totalHeight = calculateTotalHeight(); return totalHeight; }; // END: Header Height Calculation and Custom Event for Header Height Change // START: setContainerHeight /* setContainerHeight sets the height of nv-container image or video. This is included in head section to improve the page performance */ const containerWithFitBgEnabled = []; window.setContainerHeight = (containerID) => { var element = document.getElementById(containerID); var disableMidgroundImgAutoHeight = null; var disableVideoAutoHeight = null; if (element.classList.contains('v1-1')) { disableMidgroundImgAutoHeight = 'true'; disableVideoAutoHeight = 'true'; } var vpWidth = Math.max(document.documentElement.clientWidth || 0, window.innerWidth || 0); var imageContainer = element.querySelector('.nv-img-as-bg'); var videoContainer = element.querySelector('.nv-video-as-bg'); var image = element.querySelector('#image-' + containerID); var video = element.querySelector('#video-' + containerID); disableMidgroundImgAutoHeight = disableMidgroundImgAutoHeight || element.getAttribute('data-cmp-disableMidgroundAutoHeight'); disableVideoAutoHeight = disableVideoAutoHeight || element.getAttribute('data-cmp-disableVideoAutoHeight'); if (!image && !video) { return; } if (!containerWithFitBgEnabled.includes(containerID) && (imageContainer?.classList.contains('t-img-fit') || imageContainer?.classList.contains('p-img-fit') || imageContainer?.classList.contains('t-image-fit-contain') || imageContainer?.classList.contains('t-image-fit-cover') || imageContainer?.classList.contains('p-image-fit-contain') || imageContainer?.classList.contains('p-image-fit-cover') || videoContainer?.classList.contains('t-video-fit') || videoContainer?.classList.contains('p-video-fit') || videoContainer?.classList.contains('t-video-fit-contain') || videoContainer?.classList.contains('t-video-fit-cover') || videoContainer?.classList.contains('p-video-fit-contain') || videoContainer?.classList.contains('p-video-fit-cover'))) { containerWithFitBgEnabled.push(containerID); } if (image && !image.classList.contains('hide')) { var imgHeight = image.naturalHeight; var imgRenderedHeight = image.height; var childElement = imageContainer; if (imgHeight === 1 || imgRenderedHeight === 1) { return; } } if (video && !video.classList.contains('hide') && video.children.length > 0) { var videoHeight = video.videoHeight; var videoRenderedHeight = video.getBoundingClientRect().height; var childElement = videoContainer; } element.style.height = null; if (childElement) childElement.style.height = null; const isMobileViewport = vpWidth < 640; const isTabletViewport = vpWidth >= 640 && vpWidth < 1024; if (isMobileViewport) { if (imageContainer?.classList.contains('p-image-c-top') || imageContainer?.classList.contains('p-image-c-bottom')) { disableMidgroundImgAutoHeight = 'false'; } if (videoContainer?.classList.contains('p-video-c-top') || videoContainer?.classList.contains('p-video-c-bottom')) { disableVideoAutoHeight = 'false'; } } if (isTabletViewport) { if (imageContainer?.classList.contains('t-image-c-top') || imageContainer?.classList.contains('t-image-c-bottom')) { disableMidgroundImgAutoHeight = 'false'; } if (videoContainer?.classList.contains('t-video-c-top') || videoContainer?.classList.contains('t-video-c-bottom')) { disableVideoAutoHeight = 'false'; } } if (videoHeight !== undefined && videoHeight != 1 && videoHeight !== 0 && disableVideoAutoHeight !== 'true') { const pVideoCTop = childElement.classList.contains('p-video-c-top'); const pVideoCBottom = childElement.classList.contains('p-video-c-bottom'); const pVideoFit = childElement.classList.contains('p-video-fit'); const tVideoCTop = childElement.classList.contains('t-video-c-top'); const tVideoCBottom = childElement.classList.contains('t-video-c-bottom'); const tVideoFit = childElement.classList.contains('t-video-fit'); let setChildHeight = false; let height = videoHeight; if (isMobileViewport && (pVideoCTop || pVideoCBottom || pVideoFit)) { setChildHeight = pVideoCTop || pVideoCBottom; height = pVideoFit ? videoRenderedHeight : videoHeight; } else if (isTabletViewport && (tVideoCTop || tVideoCBottom || tVideoFit)) { setChildHeight = tVideoCTop || tVideoCBottom; height = tVideoFit ? videoRenderedHeight : videoHeight; } setChildHeight ? (childElement.style.height = height + 'px') : (element.style.height = height + 'px'); } else if (imgHeight !== undefined && imgHeight != 1 && disableMidgroundImgAutoHeight !== 'true') { const pImageCTop = childElement.classList.contains('p-image-c-top'); const pImageCBottom = childElement.classList.contains('p-image-c-bottom'); const pImgFit = childElement.classList.contains('p-img-fit'); const tImageCTop = childElement.classList.contains('t-image-c-top'); const tImageCBottom = childElement.classList.contains('t-image-c-bottom'); const tImgFit = childElement.classList.contains('t-img-fit'); let height = imgHeight; let setChildHeight = false; if (isMobileViewport && (pImageCTop || pImageCBottom || pImgFit)) { height = imgRenderedHeight; setChildHeight = pImageCTop || pImageCBottom; } else if (isTabletViewport && (tImageCTop || tImageCBottom || tImgFit)) { height = imgRenderedHeight; setChildHeight = tImageCTop || tImageCBottom; } setChildHeight ? (childElement.style.height = height + 'px') : (element.style.height = height + 'px'); } else if (video?.hasAttribute('poster') && disableVideoAutoHeight !== 'true') { element.style.height = videoRenderedHeight + 'px'; } // If container is authored inside carousel - adjust height as per first container height var nvContainer = element.parentNode, nvContainerParent = nvContainer?.parentNode, isCarouselSlide = nvContainerParent?.classList.contains('cmp-carousel__item') || false; if (isCarouselSlide) { var carouselSlideId = nvContainerParent.getAttribute('id'), carouselId = carouselSlideId.match(/(.*)-item-(.*)-tabpanel/)[1], firstSlide = document.querySelector('#' + carouselId + ' [data-cmp-slide-no="1"]'), firstSlideImageHeight = firstSlide?.querySelector('.nv-img-as-bg')?.style.height, firstSlideVideoHeight = firstSlide?.querySelector('.nv-video-as-bg')?.style.height, containerImg = nvContainer.querySelector('.nv-img-as-bg'), containerVideo = nvContainer.querySelector('.nv-video-as-bg'); if (firstSlideImageHeight && containerImg) containerImg.style.height = firstSlideImageHeight; if (firstSlideVideoHeight && containerVideo) containerVideo.style.height = firstSlideVideoHeight; } } window.addEventListener('onNvBreakpointChange', (e) => { document.querySelectorAll('[data-cmp-is="nv-container"]').forEach((container) => { const containerId = container.getAttribute('id'); window.initBuildVideo(containerId); window.initLazyLoadingImages(containerId); window.setContainerHeight(containerId); }); }); // Call setContainerHeight for containers with Fit Image Background or Fit Video Background is Enabled // Fit Image / Video Background is applicabled only for Mobile & Tablet viewports window.addEventListener('resize', (e) => { if (containerWithFitBgEnabled.length > 0) { const vpWidth = Math.max(document.documentElement.clientWidth || 0, window.innerWidth || 0); if (vpWidth <= 1023) { containerWithFitBgEnabled.forEach(containerId => window.setContainerHeight(containerId)); } } }); // END: setContainerHeight // Variables let videoSources = {}; /** * @breif Accepts components JSON data to build source elements for each device type * @param Object videoSource */ let buildSources = (videoSource) => { for (const viewport in videoSource) { const fragment = createSrcFragment(videoSource[viewport]); videoSources[viewport] = fragment; } } /** * @breif Creats document fragment that contain maximum of upto 3 <source> tags (webm, mp4, ogg) * @param {*} videos - Array of objects with type and src properties * @returns DocumentFragment with maximum of upto 3 <source> tags */ let createSrcFragment = (videos) => { const fragment = new DocumentFragment(); const videoWebm = videos.find((src) => src.type === 'video/webm'); const videoMp4 = videos.find((src) => src.type === 'video/mp4'); const videoOgg = videos.find((src) => src.type === 'video/ogg'); if (videoWebm && videoWebm.src && videoWebm.type) { fragment.appendChild(createSource(videoWebm)); } if (videoMp4 && videoMp4.src && videoMp4.type) { fragment.appendChild(createSource(videoMp4)); } if (videoOgg && videoOgg.src && videoOgg.type) { fragment.appendChild(createSource(videoOgg)); } return fragment; } /** * @breif Creates source element * @param {*} videos - Object with type and src properties * @returns HTMLElement <source> */ let createSource = (video) => { const source = document.createElement('source'); source.setAttribute('src', video.src); source.setAttribute('type', video.type); return source; } /** * Adds source elments to video and trigger play * @param {*} videoEle * @param {*} videoSources */ let loadVideo = (videoEle, videoSources) => { videoEle.classList.remove('hide'); videoEle.appendChild(videoSources); } let initLazyLoadingVideo = (containerId) => { //Select all videos that have lazy loading enabled const container = document.getElementById(containerId); const videoTarget = container.querySelector('video[data-nv-lazyload]'); if (videoTarget) { //Intersection Observer Callback Function const loadVideo = (entries, observer) => { const [entry] = entries; if (!entry.isIntersecting) { return; } entry.target.play(); videoTarget.removeAttribute('data-nv-lazyload'); observer.unobserve(entry.target); }; const videoObserver = new IntersectionObserver(loadVideo, { root: null, rootMargin: "300px" }) // Set the Videos to be observed videoObserver.observe(videoTarget); } } /** * @breif Build <source> and append to <video>. Handles changing video source by screen size. */ window.initBuildVideo = (containerId) => { const container = document.getElementById(containerId); const video = container.querySelector('.nv-video-load-src>video'); if (video) { const videoSource = JSON.parse(video.dataset.videoSource); let screen = document.documentElement.clientWidth || document.body.clientWidth; buildSources(videoSource); if (Object.keys(videoSources).length > 0) { while (video.firstChild) { video.removeChild(video.lastChild); } if (screen < 640) { if (videoSources.mobile) loadVideo(video, videoSources.mobile); else video.classList.add('hide'); } else if (screen >= 640 && screen < 1024) { if (videoSources.tablet) loadVideo(video, videoSources.tablet); else video.classList.add('hide'); } else if (screen >= 1024 && screen < 1350) { if (videoSources.laptop) loadVideo(video, videoSources.laptop); else video.classList.add('hide'); } else if (screen >= 1350) { if (videoSources.desktop) loadVideo(video, videoSources.desktop); else video.classList.add('hide'); } } if (video.hasAttribute('poster')) { window.setContainerHeight(containerId); } video.onloadeddata = function() { window.setContainerHeight(containerId); video.play(); } video.onended = () => { if (!video.hasAttribute('loop')) { video.classList.add('hide'); window.setContainerHeight(containerId); } } if (video.hasAttribute('data-nv-lazyload')) { initLazyLoadingVideo(containerId); } else { video.load(); } video.classList.remove('nv-video-load-src'); video.classList.add('nv-video-src-loaded'); } } window.initLazyLoadingImages = (containerId) => { //Select all images that have lazy loading enabled const container = document.getElementById(containerId); const picture = container.querySelector('picture[data-nv-lazyload]'); if (picture) { const imageTarget = picture.querySelector('img'); //Intersection Observer Callback Function const loadImage = (entries, observer) => { const [entry] = entries; if (!entry.isIntersecting) { return; } 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no-submenu">MLOps</div></a></li> <span class="nvArrow"></span> </ul> </div> <div class="sub-brand-item" >  <span class="sub-brand-link"> <a href="https://www.nvidia.com/en-us/data-center/products/" class="sub-brand-link">Products</a> <div class="ic-arrow-dropdown"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M7 10l5 5 5-5z" /> <path d="M0 0h24v24H0z" fill="none" /></svg> </div> </span>  <ul class="dropdown-menu bullet" id="nav"> <li><a class="global-nav-link" target="_self" href="https://www.nvidia.com/en-us/data-center/products/"><div class="title no-submenu"> Overview </div></a></li> <li class="sub-menu"><a href="javascript:void(0)" class="global-nav-link sub-menu"><div class="title"> DGX</div> <div class="arrow"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M10 17l5-5-5-5v10z" /> <path fill="none" d="M0 24V0h24v24H0z" /></svg> </div></a> <ul class="dropdown-menu sub level2"> <li><a href="https://www.nvidia.com/en-us/data-center/dgx-platform/" target="_self" class="global-nav-link"><div class="title no-submenu">DGX Platform</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/dgx-benefits/" target="_self" class="global-nav-link"><div class="title no-submenu">DGX Benefits</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/get-dgx/" target="_self" class="global-nav-link"><div class="title no-submenu">Get DGX</div></a></li> </ul></li> <li class="sub-menu"><a href="javascript:void(0)" class="global-nav-link sub-menu"><div class="title">NVIDIA-Certified Systems</div> <div class="arrow"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M10 17l5-5-5-5v10z" /> <path fill="none" d="M0 24V0h24v24H0z" /></svg> </div></a> <ul class="dropdown-menu sub level2"> <li><a class="global-nav-link" target="_self" href="https://www.nvidia.com/en-us/data-center/products/certified-systems/"><div class="title no-submenu"> Overview </div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/products/egx/" target="_self" class="global-nav-link"><div class="title no-submenu">EGX</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/hgx/" target="_self" class="global-nav-link"><div class="title no-submenu">HGX</div></a></li> </ul></li> <li><a href="https://www.nvidia.com/en-us/edge-computing/products/igx/" target="_self" class="global-nav-link"><div class="title no-submenu">IGX Platform</div></a></li> <li class="sub-menu"><a href="javascript:void(0)" class="global-nav-link sub-menu"><div class="title">Grace CPU</div> <div class="arrow"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M10 17l5-5-5-5v10z" /> <path fill="none" d="M0 24V0h24v24H0z" /></svg> </div></a> <ul class="dropdown-menu sub level2"> <li><a class="global-nav-link" target="_self" href="https://www.nvidia.com/en-us/data-center/grace-cpu/"><div class="title no-submenu"> Overview </div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/gb200-nvl72/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA GB200 NVL72</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/grace-cpu-superchip/" target="_self" class="global-nav-link"><div class="title no-submenu">Grace CPU Superchip</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/grace-hopper-superchip/" target="_self" class="global-nav-link"><div class="title no-submenu">Grace Hopper Superchip</div></a></li> </ul></li> <li class="sub-menu"><a href="javascript:void(0)" class="global-nav-link sub-menu"><div class="title">BlueField DPUs and SuperNICs</div> <div class="arrow"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M10 17l5-5-5-5v10z" /> <path fill="none" d="M0 24V0h24v24H0z" /></svg> </div></a> <ul class="dropdown-menu sub level2"> <li><a class="global-nav-link" target="_self" href="https://www.nvidia.com/en-us/networking/products/data-processing-unit/"><div class="title no-submenu"> Overview </div></a></li> <li><a href="https://www.nvidia.com/en-us/launchpad/infra-optimization/experience-vmware-vsphere-distributed-services-engine-on-bluefield-2-dpu/" target="_self" class="global-nav-link"><div class="title no-submenu">Try vSphere on BlueField</div></a></li> </ul></li> <li><a href="https://www.nvidia.com/en-us/data-center/where-to-buy/" target="_self" class="global-nav-link"><div class="title no-submenu">Where to Buy</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/gpu-test-drive/" target="_self" class="global-nav-link"><div class="title no-submenu">Test Drive</div></a></li> <li><a href="https://www.nvidia.com/en-us/omniverse/platform/ovx/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA OVX</div></a></li> <span class="nvArrow"></span> </ul> </div> <div class="sub-brand-item" >   <span class="sub-brand-link"> Data Center GPUs <div class="ic-arrow-dropdown"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M7 10l5 5 5-5z" /> <path d="M0 0h24v24H0z" fill="none" /></svg> </div> </span>  <ul class="dropdown-menu bullet" id="nav"> <li><a href="https://www.nvidia.com/en-us/data-center/gb200-nvl72/" target="_self" class="global-nav-link"><div class="title no-submenu">GB200 NVL72</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/hgx/" target="_self" class="global-nav-link"><div class="title no-submenu">HGX</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/h200/" target="_self" class="global-nav-link"><div class="title no-submenu">H200</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/h100/" target="_self" class="global-nav-link"><div class="title no-submenu">H100</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/l4/" target="_self" class="global-nav-link"><div class="title no-submenu">L4</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/l40s/" target="_self" class="global-nav-link"><div class="title no-submenu">L40S</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/l40/" target="_self" class="global-nav-link"><div class="title no-submenu">L40</div></a></li> <li><a href="https://resources.nvidia.com/l/en-us-gpu" target="_self" class="global-nav-link"><div class="title no-submenu">All GPUs</div></a></li> <li><a href="https://docs.nvidia.com/data-center-gpu/line-card.pdf" target="_self" class="global-nav-link"><div class="title no-submenu">Line Card</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/gpu-test-drive/" target="_self" class="global-nav-link"><div class="title no-submenu">Test Drive</div></a></li> <span class="nvArrow"></span> </ul> </div> <div class="sub-brand-item" >  <span class="sub-brand-link"> <a href="https://www.nvidia.com/en-us/data-center/software/" class="sub-brand-link">Software</a> <div class="ic-arrow-dropdown"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M7 10l5 5 5-5z" /> <path d="M0 0h24v24H0z" fill="none" /></svg> </div> </span>  <ul class="dropdown-menu bullet" id="nav"> <li><a class="global-nav-link" target="_self" href="https://www.nvidia.com/en-us/data-center/software/"><div class="title no-submenu"> Overview </div></a></li> <li class="sub-menu"><a href="javascript:void(0)" class="global-nav-link sub-menu"><div class="title">AI Enterprise Suite</div> <div class="arrow"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M10 17l5-5-5-5v10z" /> <path fill="none" d="M0 24V0h24v24H0z" /></svg> </div></a> <ul class="dropdown-menu sub level2"> <li><a class="global-nav-link" target="_self" href="https://www.nvidia.com/en-us/data-center/products/ai-enterprise/"><div class="title no-submenu"> Overview </div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/products/ai-enterprise-suite/trial/" target="_self" class="global-nav-link"><div class="title no-submenu">Trial</div></a></li> </ul></li> <li><a href="https://www.nvidia.com/en-us/data-center/base-command/" target="_self" class="global-nav-link"><div class="title no-submenu">Base Command</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/base-command/manager/" target="_self" class="global-nav-link"><div class="title no-submenu">Base Command Manager</div></a></li> <li><a href="https://www.nvidia.com/en-us/technologies/cuda-x/" target="_self" class="global-nav-link"><div class="title no-submenu">CUDA-X</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/dgx-cloud/" target="_self" class="global-nav-link"><div class="title no-submenu">DGX Cloud</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/magnum-io/" target="_self" class="global-nav-link"><div class="title no-submenu">Magnum IO</div></a></li> <li><a href="https://catalog.ngc.nvidia.com/" target="_self" class="global-nav-link"><div class="title no-submenu">NGC Catalog*</div></a></li> <li><a href="https://developer.nvidia.com/networking/doca" target="_self" class="global-nav-link"><div class="title no-submenu">Networking*</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/virtual-solutions/" target="_self" class="global-nav-link"><div class="title no-submenu">Virtualization</div></a></li> <span class="nvArrow"></span> </ul> </div> <div class="sub-brand-item" >   <span class="sub-brand-link"> Technologies <div class="ic-arrow-dropdown"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M7 10l5 5 5-5z" /> <path d="M0 0h24v24H0z" fill="none" /></svg> </div> </span>  <ul class="dropdown-menu bullet" id="nav"> <li><a href="https://www.nvidia.com/en-us/data-center/technologies/blackwell-architecture/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA Blackwell Architecture</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/technologies/hopper-architecture/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA Hopper Architecture</div></a></li> <li><a href="https://www.nvidia.com/en-us/technologies/ada-architecture/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA Ada Lovelace Architecture</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/solutions/confidential-computing/" target="_self" class="global-nav-link"><div class="title no-submenu">Confidential Computing</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/nvlink-c2c/" target="_self" class="global-nav-link"><div class="title no-submenu">NVLink-C2C</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/nvlink/" target="_self" class="global-nav-link"><div class="title no-submenu">NVLink/NVSwitch</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/tensor-cores/" target="_self" class="global-nav-link"><div class="title no-submenu">Tensor Cores</div></a></li> <li><a href="https://www.nvidia.com/en-us/technologies/multi-instance-gpu/" target="_self" class="global-nav-link"><div class="title no-submenu">Multi-Instance GPU</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/index-paraview-plugin/" target="_self" class="global-nav-link"><div class="title no-submenu">IndeX ParaView Plugin</div></a></li> <li><a href="https://www.nvidia.com/en-us/ai-data-science/products/morpheus/" target="_self" class="global-nav-link"><div class="title no-submenu">Cybersecurity - Morpheus</div></a></li> <span class="nvArrow"></span> </ul> </div> <div class="sub-brand-item" >  <span class="sub-brand-link"> <a href="https://www.nvidia.com/en-us/data-center/resources/" class="sub-brand-link">Resources</a> <div class="ic-arrow-dropdown"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M7 10l5 5 5-5z" /> <path d="M0 0h24v24H0z" fill="none" /></svg> </div> </span>  <ul class="dropdown-menu bullet" id="nav"> <li><a class="global-nav-link" target="_self" href="https://www.nvidia.com/en-us/data-center/resources/"><div class="title no-submenu"> Overview </div></a></li> <li><a href="https://www.nvidia.com/en-us/gpu-accelerated-applications/" target="_self" class="global-nav-link"><div class="title no-submenu">Applications</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/sustainable-computing/energy-efficiency-calculator/" target="_self" class="global-nav-link"><div class="title no-submenu">Energy Efficiency Calculator</div></a></li> <li><a href="https://www.nvidia.com/en-us/gpu-cloud/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA NGC</div></a></li> <li><a href="https://www.nvidia.com/en-us/training/" target="_self" class="global-nav-link"><div class="title no-submenu">Technical Training</div></a></li> <li><a href="https://academy.nvidia.com/en/" target="_self" class="global-nav-link"><div class="title no-submenu">Training for IT Professionals</div></a></li> <li><a href="https://www.nvidia.com/gtc/" target="_self" class="global-nav-link"><div class="title no-submenu">GTC AI Conference</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/tesla-qualified-servers-catalog/" target="_self" class="global-nav-link"><div class="title no-submenu">Qualified Server Catalog</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/where-to-buy/" target="_self" class="global-nav-link"><div class="title no-submenu">Where to Buy</div></a></li> <span class="nvArrow"></span> </ul> </div> <div class="sub-brand-item" > <a href="https://www.nvidia.com/en-us/launchpad/" target="_self" class="sub-brand-link">Get Started</a> </div> <div class="sub-brand-item hide"> <span class="sub-brand-link"> <div class="more-dropdown"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 21.4 5"> <path d="M12613.6,1800.5a2.654,2.654,0,1,0-2.6,2.5A2.575,2.575,0,0,0,12613.6,1800.5Zm2.7,0a2.708,2.708,0,1,0,2.7-2.5A2.6,2.6,0,0,0,12616.3,1800.5Zm8.1,0a2.654,2.654,0,1,0,2.6-2.5A2.575,2.575,0,0,0,12624.4,1800.5Z" transform="translate(-12608.3 -1798)" /> </svg> </div> </span> <ul class="dropdown-menu bullet "> <li class="more-element hide"> <span> Solutions </span> <ul class="more-sub-items"> <li><a href="https://www.nvidia.com/en-us/data-center/accelerated-computing-for-enterprise-it/">Accelerated Computing for Enterprise IT</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/gpu-cloud-computing/">Cloud Computing</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/colocation-partners/">Colocation</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/edge-computing/">Edge Computing</a> </li> <li><a href="https://www.nvidia.com/en-us/high-performance-computing/">High Performance Computing</a> </li> <li><a href="https://www.nvidia.com/en-us/networking/">Networking</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/sustainable-computing/">Sustainable Computing</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/virtualization/">Virtualization</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/solutions/mlops/">MLOps</a> </li> </ul> </li> <li class="more-element hide"> <span> Products </span> <ul class="more-sub-items"> <li><a href=""> DGX</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/products/certified-systems/">NVIDIA-Certified Systems</a> </li> <li><a href="https://www.nvidia.com/en-us/edge-computing/products/igx/">IGX Platform</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/grace-cpu/">Grace CPU</a> </li> <li><a href="https://www.nvidia.com/en-us/networking/products/data-processing-unit/">BlueField DPUs and SuperNICs</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/where-to-buy/">Where to Buy</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/gpu-test-drive/">Test Drive</a> </li> <li><a href="https://www.nvidia.com/en-us/omniverse/platform/ovx/">NVIDIA OVX</a> </li> </ul> </li> <li class="more-element hide"> <span> Data Center GPUs </span> <ul class="more-sub-items"> <li><a href="https://www.nvidia.com/en-us/data-center/gb200-nvl72/">GB200 NVL72</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/hgx/">HGX</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/h200/">H200</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/h100/">H100</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/l4/">L4</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/l40s/">L40S</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/l40/">L40</a> </li> <li><a href="https://resources.nvidia.com/l/en-us-gpu">All GPUs</a> </li> <li><a href="https://docs.nvidia.com/data-center-gpu/line-card.pdf">Line Card</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/gpu-test-drive/">Test Drive</a> </li> </ul> </li> <li class="more-element hide"> <span> Software </span> <ul class="more-sub-items"> <li><a href="https://www.nvidia.com/en-us/data-center/products/ai-enterprise/">AI Enterprise Suite</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/base-command/">Base Command</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/base-command/manager/">Base Command Manager</a> </li> <li><a href="https://www.nvidia.com/en-us/technologies/cuda-x/">CUDA-X</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/dgx-cloud/">DGX Cloud</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/magnum-io/">Magnum IO</a> </li> <li><a href="https://catalog.ngc.nvidia.com/">NGC Catalog*</a> </li> <li><a href="https://developer.nvidia.com/networking/doca">Networking*</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/virtual-solutions/">Virtualization</a> </li> </ul> </li> <li class="more-element hide"> <span> Technologies </span> <ul class="more-sub-items"> <li><a href="https://www.nvidia.com/en-us/data-center/technologies/blackwell-architecture/">NVIDIA Blackwell Architecture</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/technologies/hopper-architecture/">NVIDIA Hopper Architecture</a> </li> <li><a href="https://www.nvidia.com/en-us/technologies/ada-architecture/">NVIDIA Ada Lovelace Architecture</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/solutions/confidential-computing/">Confidential Computing</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/nvlink-c2c/">NVLink-C2C</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/nvlink/">NVLink/NVSwitch</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/tensor-cores/">Tensor Cores</a> </li> <li><a href="https://www.nvidia.com/en-us/technologies/multi-instance-gpu/">Multi-Instance GPU</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/index-paraview-plugin/">IndeX ParaView Plugin</a> </li> <li><a href="https://www.nvidia.com/en-us/ai-data-science/products/morpheus/">Cybersecurity - Morpheus</a> </li> </ul> </li> <li class="more-element hide"> <span> Resources </span> <ul class="more-sub-items"> <li><a href="https://www.nvidia.com/en-us/gpu-accelerated-applications/">Applications</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/sustainable-computing/energy-efficiency-calculator/">Energy Efficiency Calculator</a> </li> <li><a href="https://www.nvidia.com/en-us/gpu-cloud/">NVIDIA NGC</a> </li> <li><a href="https://www.nvidia.com/en-us/training/">Technical Training</a> </li> 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id="nv-title-e421302e62" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h3 class="title " style="color: #000000;"> The Leading Platform for AI Development </h3> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-e1e7cf5d0f" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p>Unlock productivity with a fully integrated hardware and software AI platform. 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} } @media screen and (min-width:1024px) and (max-width:1349px){ #nv-separator-a180652b86{ height:30px; } } @media screen and (min-width:640px) and (max-width:1023px){ #nv-separator-a180652b86{ height:30px; } } @media screen and (max-width: 639px){ #nv-separator-a180652b86{ height:30px; } } </style> </div></div> <div class="nv-tabs tabs panelcontainer aem-GridColumn aem-GridColumn--default--12"> <div id="nv-tabs-88397c2d90" class="cmp-tabs tabs-layout " data-cmp-is="tabs" data-cmp-id="nv-tabs-88397c2d90"> <div class="nv-tabs__container"> <div class="nv-tabs__content"> </div> <ol role="tablist" class="nv-tabs__tablist" aria-multiselectable="false"> <div class="nv-tabs__line"></div> <li role="tab" id="tabs-88397c2d90-item-890c03bf4d-tab" class="cmp-tabs__tab nv-tabs__tab--active" aria-controls="tabs-88397c2d90-item-890c03bf4d-tabpanel" tabindex="0" data-cmp-hook-tabs="tab"> <div>Lockheed Martin</div> </li> <li role="tab" id="tabs-88397c2d90-item-b1bb2f8d11-tab" class="cmp-tabs__tab" aria-controls="tabs-88397c2d90-item-b1bb2f8d11-tabpanel" tabindex="-1" data-cmp-hook-tabs="tab"> <div>Sony</div> </li> <li role="tab" id="tabs-88397c2d90-item-1f94b58da7-tab" class="cmp-tabs__tab" aria-controls="tabs-88397c2d90-item-1f94b58da7-tabpanel" tabindex="-1" data-cmp-hook-tabs="tab"> <div>BMW</div> </li> <li role="tab" id="tabs-88397c2d90-item-978688c99f-tab" class="cmp-tabs__tab" aria-controls="tabs-88397c2d90-item-978688c99f-tabpanel" tabindex="-1" data-cmp-hook-tabs="tab"> <div>Shell</div> </li> </ol> </div> <div id="tabs-88397c2d90-item-890c03bf4d-tabpanel" role="tabpanel" aria-labelledby="tabs-88397c2d90-item-890c03bf4d-tab" tabindex="0" class="cmp-tabs__tabpanel cmp-tabs__tabpanel--active" data-cmp-hook-tabs="tabpanel"><div class="nv-container container responsivegrid"> <div id="container-890c03bf4d" class="p-t-0 p-b-0 lap-p-t-0 lap-p-b-0 tab-p-t-0 tab-p-b-0 mob-p-t-0 mob-p-b-0 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-center l-content-align-center t-content-align-center m-content-align-center " data-cmp-is="nv-container"> <div class="general-container nv-flexbox d-col-2 l-col-2 t-col-2 p-col-1 d-justify-left l-justify-left t-justify-left p-justify-left flex-align-top "> <div class="nv-container container responsivegrid"> <div id="container-d467f6174a" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-ce73c4e3aa" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p><strong><span class="p--large">Lockheed Martin Boosts Innovation and Cuts Costs</span></strong></p> <p>Lockheed Martin is centralizing compute resources, machine learning operations tools, and best practices in their AI factory, powered by an NVIDIA DGX SuperPOD™. This platform enhances developer productivity and data security while supporting thousands of users and a variety of AI applications across the organization.</p> </div> </div> </div> </div> <div class="nv-button button nv-button-text nv-button-caret aem-GridColumn aem-GridColumn--default--12"> <div class="nv-button-standard button-left button-lap-left button-tab-left button-mob-left"> <a id="nv-button-13dd114e99" class="btn-content btncta " target="_blank" data-cmp-clickable="false " rel="noopener noreferrer" href="https://resources.nvidia.com/en-us-dgx-platform/lockheed-martin-ai-factory-with-dgx-superpod/"> <span class="btn-text">Read Lockheed Martin’s Success Story</span> </a> </div> </div> </div> </div> </div> </div> <div class="nv-image image"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" 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class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-4c0a25c993" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p><strong><span class="p--large">Sony Unleashes an Engine of Innovation</span></strong></p> <p>Sony installed an NVIDIA DGX SuperPOD in its R&D Center as part of a drive into machine learning, with the goal of providing computing resources to all Sony Group companies.</p> </div> </div> </div> </div> <div class="nv-button button nv-button-text nv-button-caret aem-GridColumn aem-GridColumn--default--12"> <div class="nv-button-standard button-left button-lap-left button-tab-left button-mob-left"> <a id="nv-button-95ecb3cbd4" class="btn-content btncta " target="_blank" data-cmp-clickable="false " rel="noopener noreferrer" 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src="/content/nvidiaGDC/us/en_US/data-center/dgx-platform/_jcr_content/root/responsivegrid/nv_container_1294023/nv_tabs/item_2/nv_image.coreimg.jpeg/1736410481014/use-case-sony.jpeg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="NVIDIA DGX Customer Sony" title="NVIDIA DGX Customer Sony" data-analytics="nv-image-cb5616272d"/> </noscript> </div> </div> </div> </div> </div> </div> <div id="tabs-88397c2d90-item-1f94b58da7-tabpanel" role="tabpanel" aria-labelledby="tabs-88397c2d90-item-1f94b58da7-tab" tabindex="0" class="cmp-tabs__tabpanel" data-cmp-hook-tabs="tabpanel"><div class="nv-container container responsivegrid"> <div id="container-1f94b58da7" class="p-t-0 p-b-0 lap-p-t-0 lap-p-b-0 tab-p-t-0 tab-p-b-0 mob-p-t-0 mob-p-b-0 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-center l-content-align-center t-content-align-center m-content-align-center " data-cmp-is="nv-container"> <div class="general-container nv-flexbox d-col-2 l-col-2 t-col-2 p-col-1 d-justify-left l-justify-left t-justify-left p-justify-left flex-align-top "> <div class="nv-container container responsivegrid"> <div id="container-18f41143a7" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-0166e0436d" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p><span class="p--large"></span><strong><span class="p--large">BMW Revolutionizes Quality Assurance With SORDI Generative AI</span></strong></p> <p>BMW has implemented a comprehensive deep learning pipeline for various industrial AI applications, generating vast synthetic datasets effortlessly. NVIDIA DGX systems have boosted data scientists' productivity eight-fold, optimizing resources and accelerating automotive manufacturing innovation.</p> </div> </div> </div> </div> <div class="nv-button button nv-button-text nv-button-caret aem-GridColumn aem-GridColumn--default--12"> <div class="nv-button-standard button-left button-lap-left button-tab-left button-mob-left"> <a id="nv-button-b31c03d862" class="btn-content btncta " target="_blank" data-cmp-clickable="false " rel="noopener noreferrer" href="https://resources.nvidia.com/en-us-dgx-platform/bmw-group-1"> <span class="btn-text">Read About the NVIDIA and BMW Collaboration</span> </a> </div> </div> </div> </div> </div> </div> <div class="nv-image image"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/us/en_US/data-center/dgx-platform/_jcr_content/root/responsivegrid/nv_container_1294023/nv_tabs/item_1690969279767/nv_image.coreimg.100{.width}.jpeg/1736410481128/use-case-bmw.jpeg" data-cmp-widths="190,410,630,850,1070,1290" data-asset="/content/dam/en-zz/Solutions/data-center/dgx-platform/use-case-bmw.jpg" data-title="NVIDIA DGX Customer BMW" id="nv-image-90eb08d0b3" class="cmp-image d-align-left l-align-left t-align-left m-align-left" itemscope itemtype="http://schema.org/ImageObject" data-cmp-type="renditionUpload"> <noscript data-cmp-hook-image="noscript"> <img src="/content/nvidiaGDC/us/en_US/data-center/dgx-platform/_jcr_content/root/responsivegrid/nv_container_1294023/nv_tabs/item_1690969279767/nv_image.coreimg.jpeg/1736410481128/use-case-bmw.jpeg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="NVIDIA DGX Customer BMW" title="NVIDIA DGX Customer BMW" data-analytics="nv-image-90eb08d0b3"/> </noscript> </div> </div> </div> </div> </div> </div> <div id="tabs-88397c2d90-item-978688c99f-tabpanel" role="tabpanel" aria-labelledby="tabs-88397c2d90-item-978688c99f-tab" tabindex="0" class="cmp-tabs__tabpanel" data-cmp-hook-tabs="tabpanel"><div class="nv-container container responsivegrid"> <div id="container-978688c99f" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-e390a3927f" class="p-t-0 p-b-0 lap-p-t-0 lap-p-b-0 tab-p-t-0 tab-p-b-0 mob-p-t-0 mob-p-b-0 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-center l-content-align-center t-content-align-center m-content-align-center " data-cmp-is="nv-container"> <div class="general-container nv-flexbox d-col-2 l-col-2 t-col-2 p-col-1 d-justify-left l-justify-left t-justify-left p-justify-left flex-align-top "> <div class="nv-container container responsivegrid"> <div id="container-18b02863ee" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-f5d9787829" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p><strong><span class="p--large">Shell Is Pushing Boundaries in the Energy Sector</span></strong></p> <p>Shell and NVIDIA collaborated to deploy the NVIDIA DGX platform, enhancing the efficiency, safety, and sustainability of the energy sector. 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